Preet Kamal S Bawa

Title: Innovations of Preet Kamal S Bawa

Introduction

Preet Kamal S Bawa is an accomplished inventor based in Vernon Hills, IL (US). He has made significant contributions to the field of machine learning and search technology. His innovative work has led to the development of a patent that enhances the efficiency of search engines.

Latest Patents

Preet Kamal S Bawa holds a patent for "Search analysis and retrieval via machine learning embeddings." This patent describes various embodiments that provide methods, apparatus, systems, and computing devices for retrieving relevant items based on user queries. The invention utilizes a search engine machine learning model to generate prediction-based actions for query inputs. It involves generating query input embeddings and performing a k-Nearest-Neighbor (KNN) search with respect to search engine repository item embeddings. The process also includes performing N hops within a semantic graph to generate related search results. The search engine machine learning model is trained using embedding techniques for respective content categories, enhancing the overall search experience.

Career Highlights

Preet Kamal S Bawa is currently associated with UnitedHealth Group Incorporated, where he applies his expertise in machine learning and search technologies. His work at the company reflects his commitment to advancing healthcare solutions through innovative technology.

Collaborations

Some of his notable coworkers include Laura D Hamilton and Vinit Garg, who contribute to the collaborative environment that fosters innovation and creativity within the organization.

Conclusion

Preet Kamal S Bawa is a notable inventor whose work in machine learning and search technology has led to significant advancements in the field. His patent demonstrates his ability to innovate and improve user experiences in search functionalities.